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  • The most annoying thing about fields is not seeing ALL fields in alpha order - so have a good idea of what are the custom and standard fields in your org. 
  • Also see each object below for the standard fields that are not set as visible by default, which is kinda annoying (eg Contacts). 
  • The most important thing about fields is the security https://help.salesforce.com/HTViewHelpDoc?id=admin_fls.htm

See Rules for Fields

Relationships

Trailhead has a good overview of Relationships https://developer.salesforce.com/trailhead/force_com_introduction/data_modeling/object_relationships

Remember, Master Detail relationships are great, but you can always use triggers, or Rollup Helper to create calculated fields if you don't have a Master Detail relationship. 

Standard Objects in more detail

Child pages (Children Display)